HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Language:Python
Total stars: 13629
Stars trend:
#python
#genai, #gpt, #gpt4, #graphrag, #knowledgegraph, #largelanguagemodels, #llm, #rag, #retrievalaugmentedgeneration
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Language:Python
Total stars: 13629
Stars trend:
6 Apr 2025
9pm ▏ +1
10pm +0
11pm +0
7 Apr 2025
12am █▌ +12
1am █▏ +9
2am ▊ +6
3am █▍ +11
4am █ +8
5am ██▏ +17
6am ▉ +7
7am █▎ +10#python
#genai, #gpt, #gpt4, #graphrag, #knowledgegraph, #largelanguagemodels, #llm, #rag, #retrievalaugmentedgeneration
satellitecomponent/Neurite
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.
Language:JavaScript
Total stars: 1635
Stars trend:
#javascript
#aiagents, #aiagentsframework, #aigraphs, #aios, #fractals, #graphofthoughts, #groq, #knowledgegraph, #llmos, #mandelbrot, #mindmap, #notetaking, #ollama, #ollamagui, #rag, #retrievalaugmentedgeneration, #secondbrain, #treeofthoughts, #webbrowsing, #webdesktop
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.
Language:JavaScript
Total stars: 1635
Stars trend:
19 Apr 2025
11am ▏ +1
12pm █▉ +15
1pm ██▋ +21
2pm █▋ +13
3pm █▊ +14
4pm █▏ +9
5pm ▋ +5
6pm ▌ +4
7pm ▊ +6#javascript
#aiagents, #aiagentsframework, #aigraphs, #aios, #fractals, #graphofthoughts, #groq, #knowledgegraph, #llmos, #mandelbrot, #mindmap, #notetaking, #ollama, #ollamagui, #rag, #retrievalaugmentedgeneration, #secondbrain, #treeofthoughts, #webbrowsing, #webdesktop
cocoindex-io/cocoindex
ETL framework to turn your data AI-ready - with realtime incremental updates and support custom logic like lego.
Language:Rust
Total stars: 672
Stars trend:
#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming
ETL framework to turn your data AI-ready - with realtime incremental updates and support custom logic like lego.
Language:Rust
Total stars: 672
Stars trend:
20 Apr 2025
3pm █▉ +15
4pm ▍ +3
5pm ▋ +5
6pm ▉ +7
7pm ▋ +5
8pm ▋ +5
9pm ▊ +6
10pm ▊ +6
11pm █ +8
21 Apr 2025
12am ▍ +3
1am ▉ +7
2am ▉ +7#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming
airweave-ai/airweave
Airweave lets agents search any app
Language:Python
Total stars: 1037
Stars trend:
#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase
Airweave lets agents search any app
Language:Python
Total stars: 1037
Stars trend:
12 May 2025
8am ▎ +2
9am ▏ +1
10am ▎ +2
11am ▏ +1
12pm +0
1pm +0
2pm +0
3pm ▏ +1
4pm █▍ +11
5pm ██▊ +22
6pm ███ +24
7pm ██ +16#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase
airweave-ai/airweave
Airweave lets agents search any app
Language:Python
Total stars: 1988
Stars trend:
#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase
Airweave lets agents search any app
Language:Python
Total stars: 1988
Stars trend:
15 May 2025
4pm █▍ +11
5pm █▏ +9
6pm █▋ +13
7pm ▋ +5
8pm █▎ +10
9pm █▏ +9
10pm █▌ +12
11pm ▊ +6
16 May 2025
12am █▏ +9
1am ▍ +3
2am ██▌ +20
3am █▊ +14#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase
cocoindex-io/cocoindex
Real-time data transformation framework for AI. Ultra performant, with incremental processing.
Language:Rust
Total stars: 1459
Stars trend:
#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming
Real-time data transformation framework for AI. Ultra performant, with incremental processing.
Language:Rust
Total stars: 1459
Stars trend:
20 May 2025
1am ▊ +6
2am ▍ +3
3am ▊ +6
4am █▎ +10
5am █▎ +10
6am ▋ +5
7am █▎ +10
8am ▎ +2
9am ▌ +4
10am █▎ +10
11am ▉ +7
12pm █ +8#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming
topoteretes/cognee
Memory for AI Agents in 5 lines of code
Language:Python
Total stars: 2395
Stars trend:
#python
#ai, #aiagents, #aimemory, #cognitivearchitecture, #cognitivememory, #contributionswelcome, #goodfirstissue, #goodfirstpr, #graphdatabase, #graphrag, #graphrag, #helpwanted, #knowledge, #knowledgegraph, #neo4j, #opensource, #openai, #rag, #vectordatabase
Memory for AI Agents in 5 lines of code
Language:Python
Total stars: 2395
Stars trend:
4 Jun 2025
11am █ +8
12pm ▎ +2
1pm █ +8
2pm █▏ +9
3pm ▉ +7
4pm █▎ +10
5pm ▎ +2
6pm ▊ +6
7pm █▎ +10
8pm ▊ +6
9pm ▋ +5
10pm ▌ +4#python
#ai, #aiagents, #aimemory, #cognitivearchitecture, #cognitivememory, #contributionswelcome, #goodfirstissue, #goodfirstpr, #graphdatabase, #graphrag, #graphrag, #helpwanted, #knowledge, #knowledgegraph, #neo4j, #opensource, #openai, #rag, #vectordatabase
Olow304/memvid
Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.
Language:Python
Total stars: 930
Stars trend:
#python
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing
Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.
Language:Python
Total stars: 930
Stars trend:
4 Jun 2025
2pm ▊ +6
3pm ▍ +3
4pm █▌ +12
5pm ▋ +5
6pm ▎ +2
7pm ▍ +3
8pm ▌ +4
9pm ▍ +3
10pm ▍ +3
11pm ▉ +7
5 Jun 2025
12am █▊ +14
1am ██▏ +17#python
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing
divagr18/memlayer
The plug-and-play memory layer for LLMs. Add persistent, intelligent, human-like memory and recall to any model in minutes.
Language:Python
Total stars: 56
Stars trend:
#python
#agent, #ai, #aiinfrastructure, #contextmanagement, #developertools, #embedded, #graphdatabase, #knowledgegraph, #llm, #llmmemory, #memory, #openai, #persistentmemory, #python, #rag, #retrieval, #retrievalaugmentedgeneration, #semanticsearch, #transformer, #vectordatabase
The plug-and-play memory layer for LLMs. Add persistent, intelligent, human-like memory and recall to any model in minutes.
Language:Python
Total stars: 56
Stars trend:
17 Nov 2025
9am ▏ +1
10am ▏ +1
11am ▎ +2
12pm ▏ +1
1pm ▎ +2
2pm ▉ +7
3pm ▍ +3
4pm ▎ +2
5pm ▌ +4
6pm +0
7pm ▏ +1#python
#agent, #ai, #aiinfrastructure, #contextmanagement, #developertools, #embedded, #graphdatabase, #knowledgegraph, #llm, #llmmemory, #memory, #openai, #persistentmemory, #python, #rag, #retrieval, #retrievalaugmentedgeneration, #semanticsearch, #transformer, #vectordatabase
MemMachine/MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Language:Python
Total stars: 564
Stars trend:
#python
#agent, #agenticai, #agents, #agentssdk, #ai, #aiagents, #chatbots, #conversationalagents, #conversationalai, #genai, #knowledgegraph, #llm, #longshorttermmemory, #memory, #memorymanagement, #persistentmemory, #personalization, #python
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Language:Python
Total stars: 564
Stars trend:
19 Nov 2025
10pm ▏ +1
11pm ▎ +2
20 Nov 2025
12am ▎ +2
1am ▏ +1
2am ▎ +2
3am ▌ +4
4am ▏ +1
5am ▌ +4
6am ▉ +7
7am +0
8am +0
9am ▏ +1#python
#agent, #agenticai, #agents, #agentssdk, #ai, #aiagents, #chatbots, #conversationalagents, #conversationalai, #genai, #knowledgegraph, #llm, #longshorttermmemory, #memory, #memorymanagement, #persistentmemory, #personalization, #python
FalkorDB/FalkorDB
A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Language:C
Total stars: 1906
Stars trend:
#c
#clouddatabase, #database, #databaseasaservice, #developertools, #devtools, #graphdatabase, #graphrag, #knowledgegraph, #realtimedatabase
A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Language:C
Total stars: 1906
Stars trend:
24 Nov 2025
12pm ▏ +1
1pm ▎ +2
2pm ▋ +5
3pm ▉ +7
4pm ▏ +1
5pm ▍ +3
6pm +0
7pm ▎ +2
8pm █▍ +11#c
#clouddatabase, #database, #databaseasaservice, #developertools, #devtools, #graphdatabase, #graphrag, #knowledgegraph, #realtimedatabase
memvid/memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Language:Rust
Total stars: 10984
Stars trend:
#rust
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #memvid, #mv2, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Language:Rust
Total stars: 10984
Stars trend:
6 Jan 2026
5am ▋ +5
6am █▎ +10
7am ▍ +3
8am ▋ +5
9am ▊ +6
10am ▏ +1
11am ▎ +2
12pm +0
1pm ▍ +3
2pm ▍ +3
3pm ▊ +6
4pm ▌ +4#rust
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #memvid, #mv2, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing
👍1
666ghj/MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
Language:Python
Total stars: 4642
Stars trend:
#python
#agentmemory, #financialforecasting, #futureprediction, #knowledgegraph, #llms, #multiagentsimulation, #publicopinionanalysis, #python3, #socialprediction, #swarmintelligence
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
Language:Python
Total stars: 4642
Stars trend:
5 Mar 2026
8pm ▏ +1
9pm ▏ +1
10pm ▏ +1
11pm ▌ +4
6 Mar 2026
12am ▏ +1
1am +0
2am ▉ +7
3am ██▊ +22
4am ██ +16#python
#agentmemory, #financialforecasting, #futureprediction, #knowledgegraph, #llms, #multiagentsimulation, #publicopinionanalysis, #python3, #socialprediction, #swarmintelligence
❤2
DeusData/codebase-memory-mcp
MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.
Language:C
Total stars: 504
Stars trend:
#c
#claudecode, #codeanalysis, #codeintelligence, #codex, #cursor, #developertools, #golang, #knowledgegraph, #mcp, #mcpserver, #modelcontextprotocol, #sqlite, #treesitter, #windsurf
MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.
Language:C
Total stars: 504
Stars trend:
10 Mar 2026
7am ▎ +2
8am ▏ +1
9am ▏ +1
10am ▏ +1
11am ▎ +2
12pm ▎ +2
1pm +0
2pm ▎ +2
3pm ▏ +1
4pm ▏ +1
5pm ▎ +2
6pm ▎ +2#c
#claudecode, #codeanalysis, #codeintelligence, #codex, #cursor, #developertools, #golang, #knowledgegraph, #mcp, #mcpserver, #modelcontextprotocol, #sqlite, #treesitter, #windsurf
tirth8205/code-review-graph
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Language:Python
Total stars: 651
Stars trend:
#python
#aicoding, #claude, #claudecode, #codereview, #graphrag, #incremental, #knowledgegraph, #llm, #mcp, #python, #staticanalysis, #treesitter
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Language:Python
Total stars: 651
Stars trend:
17 Mar 2026
12pm ▏ +1
1pm ▏ +1
2pm +0
3pm +0
4pm +0
5pm ▏ +1
6pm ▏ +1
7pm ▌ +4
8pm ▏ +1
9pm █▏ +9
10pm ▌ +4
11pm █▎ +10#python
#aicoding, #claude, #claudecode, #codereview, #graphrag, #incremental, #knowledgegraph, #llm, #mcp, #python, #staticanalysis, #treesitter
GrafeoDB/grafeo
Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.
Language:Rust
Total stars: 191
Stars trend:
#rust
#cypher, #gql, #grafeo, #grafeodb, #graphdatabase, #graphql, #gremlin, #inmemorydatabase, #knowledgegraph, #labeledpropertygraph, #lpg, #python, #rdf, #resourcedescriptionframework, #sparql
Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.
Language:Rust
Total stars: 191
Stars trend:
21 Mar 2026
3pm ▎ +2
4pm ▎ +2
5pm ▏ +1
6pm ▌ +4
7pm ▌ +4
8pm ▍ +3
9pm ▌ +4
10pm █ +8
11pm ▊ +6#rust
#cypher, #gql, #grafeo, #grafeodb, #graphdatabase, #graphql, #gremlin, #inmemorydatabase, #knowledgegraph, #labeledpropertygraph, #lpg, #python, #rdf, #resourcedescriptionframework, #sparql
safishamsi/graphify
Claude Code skill. Drop code, papers, images, or notes into a folder and get a knowledge graph with community detection, god nodes, and honest audit trail.
Language:Python
Total stars: 141
Stars trend:
#python
#claudecode, #communitydetection, #graphrag, #knowledgegraph, #llm, #obsidian
Claude Code skill. Drop code, papers, images, or notes into a folder and get a knowledge graph with community detection, god nodes, and honest audit trail.
Language:Python
Total stars: 141
Stars trend:
5 Apr 2026
10am ▏ +1
11am +0
12pm +0
1pm +0
2pm +0
3pm +0
4pm +0
5pm +0
6pm █▋ +13
7pm █▉ +15
8pm █▉ +15#python
#claudecode, #communitydetection, #graphrag, #knowledgegraph, #llm, #obsidian
FlowElement-ai/m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Language:Python
Total stars: 818
Stars trend:
#python
#agentmemory, #agenticai, #aireasoning, #episodicmemory, #graphdatabase, #knowledgegraph, #llm, #longtermmemory, #mcp, #memoryengine, #python, #rag, #semanticmemory, #vectorsearch
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Language:Python
Total stars: 818
Stars trend:
19 Apr 2026
4pm ▎ +2
5pm ▏ +1
6pm ▏ +1
7pm ▎ +2
8pm ▎ +2
9pm ▌ +4
10pm ▌ +4
11pm ▍ +3
20 Apr 2026
12am ▊ +6
1am ▏ +1#python
#agentmemory, #agenticai, #aireasoning, #episodicmemory, #graphdatabase, #knowledgegraph, #llm, #longtermmemory, #mcp, #memoryengine, #python, #rag, #semanticmemory, #vectorsearch
nex-crm/wuphf
Slack for AI employees with a shared brain. Get Claudes, Codexes and OpenClaws to collaborate and do your work autonomously while never losing context.
Language:Go
Total stars: 292
Stars trend:
#go
#agents, #autonomousagents, #claudecode, #knowledgegraph
Slack for AI employees with a shared brain. Get Claudes, Codexes and OpenClaws to collaborate and do your work autonomously while never losing context.
Language:Go
Total stars: 292
Stars trend:
25 Apr 2026
9am █▌ +12
10am █▎ +10
11am █▏ +9
12pm ▋ +5
1pm ▎ +2#go
#agents, #autonomousagents, #claudecode, #knowledgegraph
Egonex-AI/Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Language:TypeScript
Total stars: 58731
Stars trend:
#typescript
#antigravityskills, #businessknowledge, #claudecode, #claudeskills, #codebaseanalysis, #codex, #codexskills, #developertoolsaiagent, #geminicliskills, #karpathyllmwiki, #knowledgebase, #knowledgegraph, #memory, #opencodeskills, #piagent, #understandcode, #vibecoding
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Language:TypeScript
Total stars: 58731
Stars trend:
13 Jun 2026
7pm ▏ +1
8pm +0
9pm ▍ +3
10pm ▍ +3
11pm ▊ +6
14 Jun 2026
12am █▏ +9
1am ▎ +2
2am +0
3am ▎ +2
4am █▏ +9#typescript
#antigravityskills, #businessknowledge, #claudecode, #claudeskills, #codebaseanalysis, #codex, #codexskills, #developertoolsaiagent, #geminicliskills, #karpathyllmwiki, #knowledgebase, #knowledgegraph, #memory, #opencodeskills, #piagent, #understandcode, #vibecoding